Personalizing renal replacement therapy initiation in the intensive care unit: a reinforcement learning-based strategy with external validation on the AKIKI randomized controlled trials.
François GrolleauFrançois PetitStéphane GaudryÉlise DiardJean-Pierre QuenotDidier DreyfussViet-Thi TranRaphaël PorcherPublished in: J. Am. Medical Informatics Assoc. (2024)
Keyphrases
- intensive care unit
- reinforcement learning
- medical data
- decision support system
- intensive care
- high risk
- patient monitoring
- intensive care units
- clinical data
- cardiac surgery
- blood pressure
- machine learning
- data sets
- patient data
- statistically significant
- knowledge acquisition
- knowledge representation
- knowledge base